Topic 4: Pragmatics, Discourse, Dialogue, Applications 602


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Week 9: Summarization; Guest Talk; Machine Translation 1 Mohit Bansal 2020
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End-to-end goal-oriented question answering systems Deepak Agarwal, Bee-Chung Chen, Qi He, Jaewon Yang, Liang Zhang 2018
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Conversational Agents Dan Jurafsky, James H. Martin 2020
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Conversational Agents Dan Jurafsky, James H. Martin 2020
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The Elements of Automatic Summarization Daniel Jacob Gillick 2011
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Text Summarization Techniques: A brief survey "Mehdi Allahyari, Seyedamin Pouriyeh, Mehdi Assefi" 2017
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A Survey on Lexical Simplification Gustavo H Paetzold 2017
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A Statistical MT Tutorial Workbook Kevin Knight 1999
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Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation Albert Gatt, Emiel Krahmer 2018
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A survey of word reordering in statistical machine translation: Computational models and language phenomena Bisazza, Arianna and Federico, Marcello 2016
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Statistical Machine Translation Philipp Koehn 2015
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Bitext Alignment Jorg Tiedemann 2011
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Text Summarization Techniques: A Brief Survey Mehdi Allahyari, Seyedamin Pouriyeh, Mehdi Assefi, Saeid Safaei, Elizabeth D. Trippe, Juan B. Gutierrez, Krys Kochut 2017
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A Survey on Automatic Text Summarization Dipanjan Das, Andre F.T. Martins 2007
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A Survey on Lexical Simplification Gustavo H. Paetzold, Lucia Specia 2017
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Automatic Text Summarization Karel Jezek, Josef Steinberger 2007
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Advanced Dialog Systems Daniel Jurafsky, James H. Martin 2017
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Discourse Parsing Manfred Stede 2012
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Open-Domain Question Answering John Prager 2007
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The Dialog State Tracking Challenge Series: A Review Jason D. Williams, Antoine Raux, Matthew Henderson 2016
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Recent Advances in Document Summarization Jin-ge Yao, Xiaojun Wan, Jianguo Xiao 2017
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Survey on Evaluation Methods for Dialogue Systems Jan Deiru 2019
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Neural Approaches to Conversational AI: Question Answering, Task-Oriented Dialogue and Chatbots: A Unified View Jianfeng Gao, Michel Galley, Lihong Li 2018
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Automatic Summarization Ani Nenkova and Kathleen McKeown 2011
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Dialog Systems and Chatbots Daniel Jurafsky, James H. Martin 2017
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A survey of research on text simplification Advaith Siddharthan 2014
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Spoken Dialogue Systems Kristiina Jokinen, Michael McTear 2010
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Automated Question Answering: Review of the Main Approaches Andrea Andrenucci, Eriks Sneiders 2005
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A Survey on Dialogue Systems: Recent Advances and New Frontiers Hongshen Chen, Xiaorui Liu, Dawei Yin, and Jiliang Tang 2018
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Translation Quality Estimation Tutorial Hands-on QuEst++ Carolina Scarton and Lucia Specia 2016
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Automated Writing Assistance Robert Dale 2014
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Automatic Language Identification in Texts: {A} Survey Tommi Jauhiainen and Marco Lui and Marcos Zampieri and Timothy Baldwin and Krister Lind{\'{e}}n 2018
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A Survey of Text Summarization Techniques Ani Nenkova, Kathleen McKeown 2016
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From Feature to Paradigm: Deep Learning in Machine Translation Marta R. Costa-juss`a 1143
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A Survey of Automated Text Simplification Matthew Shardlow 2014
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Statistical machine translation Lopez, Adam 2008
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Open-Domain Question Answering Mark Andrew Greenwood 2005
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POMDP-based Statistical Spoken Dialogue Systems: a Review Steve Young, Milica Gaši?, Blaise Thomson, Jason D Williams 2013
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Neural Text Generation: {A} Practical Guide Ziang Xie 2017
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From Feature to Paradigm: Deep Learning in Machine Translation Marta R. Costa-jussà 2018
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Statistical Machine Translation Philipp Koehn 2017
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Mycroft AI Mycroft 2017
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Concept-to-Text Generator Yannis Konstas, Mirella Lapata 2016
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OAQA Biomedical Question Answering (BioASQ) System Zi Yang, Niloy Gupta, Xiangyu Sun, Di Xu, Chi Zhang, and Eric Nyberg 2017
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machine-translation tangbinh 2018
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TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi, Eunsol Choi, Daniel Weld, Luke Zettlemoyer 2017
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HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering hotpotqa 2018
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wikt2dict Judit Acs, Katalin Pajkossy, Andras Kornai, Andras 2013
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Talk The Walk: Navigating New York City Through Grounded Dialogue facebookresearch 2019
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EmbodiedQA Abhishek Das, Samyak Datta, Georgia Gkioxari, Stefan Lee, Devi Parikh, Dhruv Batra 2018
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The Conversational Intelligence Challenge Author Unknown 2017
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Paraphrase Generation Harsh Trivedi 2016
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Automatic text summarizer Mi?o Belica 2013
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Biomedical Question Answering Framework Yang, Zi and Garduno, Elmer and Fang, Yan and Maiberg, Avner and McCormack, Collin and Nyberg, Eric 2016
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ConvAI2: Overview of the competition Coversational Intelligence Challenge 2018
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MovieQA: Story Understanding Benchmark Makarand Tapaswi 2016
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Pythia Facebook Research 2019
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PanPhon David R. Mortensen, Patrick Littell, Akash Bharadwaj, Kartik Goyal, Chris Dyer, Lori Levin 2016
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Berkeley Document Summarizer Greg Durrett, Taylor Berg-Kirkpatrick, Dan Klein 2016
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Texar asyml 2019
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cape-webservices bloomsburyai 2018
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Marien NMT: Fast Neural Machine Translation in C++ Adam Mickiewicz 2017
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Guesswhat?! models Florian Strub, Harm de Vries 2017
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Scientific Article Summarization Using Citation-Context and Articles Discourse Structure Arman Cohan 2015
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Structured Self-Attentive Sentence Embedding Frederica Haoyue Shi 2017
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Automatic Evaluation of Machine Translation Author Unknown 2008
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Generating Wikipedia by Summarizing Long Sequences tensorflow 2018
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k-NN for question answering (QA) and information retrieval (IR) oaqa 2018
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BAyesian Model-Building Interface in Python Bambinos 2017
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Learning Question Classification experiment data X. Li, D. Roth 2005
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URIEL-Phonology Patrick Littell, David Mortensen, Lori Levin 2018
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Tools for downloading and analyzing summaries and evaluating summarization systems Cornell Language in Context Lab 2019
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berkeley-doc-summarizer Greg Durrett, Taylor Berg-Kirkpatrick, Dan Klein 2016
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pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks" atulkum 2018
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PyDial: the CUED Python Statistical Dialog System The PyDial Team 2018
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Split and Rephrase Shashi Narayan, Claire Gardent, Shay B. Cohen and Anastasia Shimorina 2018
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OpenDial Lison, P. and Kennington, C. 2016
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Optimizing an approximation of ROUGE for Multi-Document summarization Maxime Peyrard, Judith Eckle-Kohler 2016
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Open Advancement of Question Answering Systems Eric Nyberg, Zi Yang ,Avner Maiberg, Elmer Garduno 2013
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BART - a Beautiful Anaphora Resolution Toolkit Versley, Y., Ponzetto, S.P., Poesio, M., Eidelman, V., Jern, A., Smith, J., Yang, X., Moschitti, A. 2008
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LiveQA Di Wang and Eric Nyberg 2016
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Unsupervised Machine Translation Facebook Research 2018
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ExplainToMe: Automatic Web Article Summarizer Author Unknown 2017
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Visual Question Answering Challenege Yash Goyal, Tejas Khot, Douglas Summers-Stay, Drhuv Brava, Devi Parikh 2017
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Monoses Mikel Artetxe, Gorka Labaka, and Eneko Agirre 2018
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Visual Question Answering Demo aaditya prakash 2016
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Omniglot Simon Ager 2018
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Stanford Phrasal: A Phrase-Based Translation System Spence Green, Daniel Cer, Christopher D. Manning 2014
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lexrank crabcamp 2018
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Correlation Alignment for Domain Adaptation Baochen Sun, Jiashi Feng, Kate Saenko 2016
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sumy 0.7.0 Michal Belica 2017
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The Paraphase Database Author Unknown 2017
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DefGen Felix Hill 2016
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Hybrid Simplification using Deep Semantics and Machine Translation Shashi Narayan 2014
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Sparse Bilingual Word Representations Yogarshi Vyas, Marine Carpuat 2016
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Yalign Andrew Vine, Gonzalo Garcia Berrotaran, Rafael Carrascosa 2013
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Question Answering in Context (QuAC) Eunsol Choi, He He, Mohit Iyyer, Mark Yatskar, Wen-tau Yih, Yejin Choi, Percy Liang, Luke Zettlemoyer 2019
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SentencePiece Taku Kudo 2017
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Summa - TextRank Author Unknown 2017
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Unsupervised-morphology-induction-word2vec Radu Soricut, Franz Och 2018
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pyrouge: A Python wrapper for the ROUGE summarization evaluation package. Author Unknown 2017
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Extreme Summarization Shashi Narayan and Shay B. Cohen and Mirella Lapata 2018
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Segmentation Evaluation using SegEval Chris Fournier 2013
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Dynamic Memory Networks for Question Answering Kim SungDong 2017
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Global-Locally Self-Attentive Dialogue State Tracker Victor Zhong, Caiming Xiong, Richard Socher 2018
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Microsoft Research Paraphrase Corpus Author Unknown 2005
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textteaser 0.3 Jeffrey Goettsch 2013
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Natural Language Question Answering Engine John Co-Reyes 2014
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Bilingual Word Representations with Monolingual Quality in Mind Minh-Thang Luong, Hieu Pham, Christopher D. Manning 2015
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HotpotQA N/A 2019
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Summarization Sebastian Ruder 2018
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Machine translation Sebastian Ruder 2018
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How do I Build an NLG System: Requirements and Corpora Ehud Reiter 2017
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Neural text generation: How to generate text using conditional language models Neil Yager 2018
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Summarizing Text Summarization Kwan-Yuet (Stephen) Ho 2018
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Text or Graphics? Ehud Reiter 2017
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Text Generation using Bidirectional LSTM and Doc2Vec models 3/3 David Campion 2018
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CS 228 notes Volodymyr Kuleshov 2017
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Why isnt there More Open-Source NLG Software? Ehud Reiter 2017
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Summarizing Tweets in a Disaster Gabriel Tseng 2017
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Has AI surpassed humans at translation? Not even close! Sharon Zhou, Andrey Kurenkov, Abigail See 2018
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Machine Translation Reading List THUNLP-MT 2019
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Building a Translation System in Minutes CeShine Lee 2017
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Building a Summarization System in Minutes Ceshine Lee 2018
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awesome-qa seriousmac 2018
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Exciting NLG Research Topics (June 2017) Ehud Reiter 2017
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Text Generation using Bidirectional LSTM and Doc2Vec models 2/3 David Campion 2018
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Towards Automatic Text Summarization: Extractive Methods Sciforce 2019
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A Short History of Two-Level Morphology Lauri Karttunen, Kenneth R. Beesley 2001
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Natural Language Generation Eduard Hovy 2001
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Dialogue Sebastian Ruder 2018
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Natural Language Generation and Machine Learning Ehud Reiter 2016
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Building a Translation System In Minutes Ceshine Lee 2017
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Moses statistical machine translation system N/A 2019
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Question answering Sebastian Ruder 2018
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Answering English questions using knowledge graphs and sequence translation David Mack 2018
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A Conversational Question Answering Challenge Author Unknown 2018
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Natural Language Generation Kwan-Yuet (Stephen) Ho 2017
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The story of simplenlg Ehud Reiter 2016
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QANTA University of Maryland 2018
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Question Answering over Curated and Open Web Sources Rishiraj Saha Roy, Avishek Anand 2020
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Understand Text Summarization and create your own summarizer in python Praveen Dubey 2018
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Text Generation using Bidirectional LSTM and Doc2Vec models 1/3 David Campion 2018
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Challenges of Data-to-Document Generation Sam Wiseman Stuart M. Shieber Alexander M. Rush 2017
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Introduction to Visual Question Answering: Datasets, Approaches and Evaluation Javier Couto 2018
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Introduction to Feature Selection methods with an example (or how to select the right variables?) Saurav Kaushik 2016
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A Feature Selection Tool for Machine Learning in Python William Koehrsen 2018
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MTNT: Machine Translation of Noisy Text Michel, Paul and Neubig, Graham 2019
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Aristo N/A 2019
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Building a Question-Answering System from Scratch? Part 1 Alvira Swalin 2018
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Petuum & CMU Introduce Open-Source Text Generation Toolkit Texar Synced 2018
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Machine Translation Without the Data Harshvardhan Gupta 2018
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Text Summarization on the Books of Harry Potter Greg Rafferty 2018
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The Anatomy Question Answering Task, with Jordan Boyd-Graber NLP Highlights with Jordan Boyd-Graber 2018
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Attention for Neural (connectionist) Machine Translation Gautam Karmakar 2018
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Statistical Machine Translation Tutorial Reading David Kauchak 2011
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Cornell Conversational Analysis Toolkit Andrew Wang, Ishaan Jhaveri 2017
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The Stanford Question Answering Dataset Pranav Rajpurkar 2017
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Feature Selection For Machine Learning in Python Jason Brownlee 2016
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ConvNet Seq2seq for Machine Translation Kwan-Yuet (Stephen) Ho 2017
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Machine Translation. From the Cold War to Deep Learning Vasily Zubarev 2018
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Semi-supervised learning with Generative Adversarial Networks (GANs) Thalles Silva 2017
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Encoder-Decoder Models for Text Summarization in Keras Jason Brownlee 2017
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New HotpotQA Dataset Has the Answers for Multi-Hop Queries Synced 2018
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Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation Albert Gatt, Emiel Krahmer 2018
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The poet in the machine: Auto-generation of poetry directly from images through multi-adversarial training – and a little inspiration Microsoft blog editor 2018
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Machine Comprehension The Allen Institute for Artificial Intelligence 2018
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Automatic transliteration with LSTM Tigran Galstyan, Hrayr Harutyunyan and Hrant Khachatrian. 2016
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Discourse Analysis and Its Applications Part II Shafiq Joty, Giuseppe Carenini, Raymond Ng, Gabriel Murray 2019
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Neural Text Generation: A Practical Guide Ziang Xie 2018
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Text Summarization Regina Barzilay 2005
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NLP for Conversations: Sentiment, Summarization, and Group Dynamics Part II Shafiq Joty 2018
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Gradually Learning to Read a Foreign Language: Adaptive Partial Machine Translation Jason Eisner 2016
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Intro-HLT: Question Answering and Reading Comprehension Kevin Duh 2019
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Statistical Machine Translation between Related Languages Pushpak Bhattacharyya, Anoop Kunchukuttan, Mitesh M. Khapra 2016
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Summarizing Tweets in a Disaster Gabriel Tseng 2017
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Understanding all of the World?s Languages Slav Petrov 2016
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Deep Learning for Dialogue Systems Yun-Nung Chen, Asli Celikyilmaz, Dilek Hakkani-Tür 2018
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Comprehensive Guide to Text Summarization using Deep Learning in Python Aravind Pai 2019
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Introduction to Text Summarization and Other Information Access Technologies Horacio Saggion 2008
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Question Answering Techniques for the World Wide Web Jimmy Lin, Boris Katz 2003
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Decipherment Kevin Knight 2013
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Statistical Machine Translation Lecture 3 Word Alignment and Phrase Models Chris Callison-Burch, Philipp Koehn 2005
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Discourse Annotation: Discourse Connectives and Discourse Relations Aravind Joshi. Rashmi Prasad and Bonnie Webber 2006
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Data-Driven Text Simplification Sanja Štajner, Horacio Saggion 2018
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Natural Language Generation Chrysanne DiMarco 2010
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Reading Comprehension Allen Institute for Artificial Intelligence 2019
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LEX-Rank and Textrank based document summarization system (Interactive tutorial + Java code) Niraj Kumar 2016
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A Gentle Introduction to Calculating the BLEU Score for Text in Python Jason Brownlee 2017
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ML Basics Ian Goodfellow and Yoshua Bengio and Aaron Courville 2016
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Sentence Simplification with Seq2Seq Hank Stoever 2017
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Writing Systems, Transliteration and Decipherment Kevin Knight, Richard Sproat 2009
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How to Prepare News Articles for Text Summarization Jason Brownlee 2017
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Discourse Analysis and Its Applications Part I Shafiq Joty, Giuseppe Carenini, Raymond Ng, Gabriel Murray 2019
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NLP for Conversations: Sentiment, Summarization, and Group Dynamics Part III Gabriel Murray, Shafiq Joty, Giuseppe Carenini 2018
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Question-Answering for Biomedicine Pierre Zweigenbaum 2005
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Data-Driven Text Simplification Sanja Štajner and Horacio Saggion 2018
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Machine Translation as Sequence Modelling Philipp Koehn 2016
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Automatic text summarization: What has been done and what has to be done "Abdelkrime Aries, Djamel eddine Zegour, Walid Khaled Hidouci" 2019
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Automatic Summarization Ani Nenkova, Sameer Maskey, Yang Liu 2011
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Open Domain Question Answering: Techniques, Resources and Systems Bernardo Magnini 2005
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Statistical Machine Translation Lecture 2 Theory and Praxis of Decoding Chris Callison-Burch, Philipp Koehn 2005
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Discourse Structure Theory, Practice and Use Bonnie Webber, Markus Egg, Valia Kordoni 2010
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Simplification Fernando Manchego 2018
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Neural Language Generation Yoav Goldberg 2018
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MRQA 2019 Shared Task on Generalization AJ Fisch 2019
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Syntax-based Statistical Machine Translation Philip Williams and Philipp Koehn 2014
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Statistical approaches to dialogue systems Jason D. Williams, Steve Young, Blaise Thomson 2009
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Building a chatbot with Rasa Mohit Mayank 2018
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Translationese: Between Human and Machine Translation Shuly Wintner 2016
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Text Summarization With Amazon Rviews David Currie 2017
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Recent Evolution of QA Datasets and Going Forward Jiwoong Im 2017
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Advances and Challenges in Unsupervised Neural Machine Translation Rui Wang and Hai Zhao 2021
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NLP for Conversations Gabriel Murray, Giuseppe Carenini, Shafiq Joty 2018
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Data-Driven Never-Ending Learning Question Answering Systems 2020
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Matrix and Tensor Factorization Methods for Natural Language), (Processing Guillaume Bouchard, Jason Naradowsky, Sebastian Riedel, Tim Rocktaeschel, Andreas Vlachos 2015
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Intro-HLT: Dialog Systems João Sedoc 2020
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Text to SQL Allen Institute for Artificial Intelligence 2019
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Language Translation and Code-Breaking Kevin Knight 2013
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Introduction to Statistical Machine Translation Chris Callison-Burch, Philipp Koehn 2005
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Problems in Current Text Simplification Research: New Data Can Help Wei Xu 2015
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Neural Dialogue Generation Jiwei Li 2016
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Computer Aided Translation Advances and Challenges Philipp Koehn 2016
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Name Phylogeny Nicholas Andrews, Jason Eisner and Mark Dredze 2012
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Analyze public discourse on refugees with cleanNLP Hannah Yan Han 2017
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A Class of Submodular Functions for Document Summarization Hui Lin, Jeff Bilmes 2011
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Intro-HLT: A Quick Introduction to Machine Translation with Sequence-to-Sequence Models Kevin Duh 2019
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How to Prepare a French-to-English Dataset for Machine Translation Jason Brownlee 2018
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Chatbots and Dialogue Systems Dan Jurafsky, James H. Martin 2021
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SQL to text "Xu, Kun and Wu, Lingfei and Wang, Zhiguo and Yu, Mo and Chen, Liwei and Sheinin, Vadim" 2019
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Text Simplification with a Purpose Horacio Saggion 2013
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Statistical Machine Translation Lucia Specia 2015
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Dependency-Based Statistical Machine Translation Qun Liu, Liangyou Li 2016
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Neural Language Generation Tianwe She 2018
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Multi-document Summarization for Scientific Literature Kokil Jaidka 2017
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Deep Learning for Natural Language Processing and Machine Translation Kevin Duh 2014
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Applying Imitation Learning on Natural Language Generation Andreas Vlachos, Gerasimos Lampouras 2017
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Statistical Machine Translation Lecture 5 Syntax-Based Models Chris Callison-Burch, Philipp Koehn 2005
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WikiTableQuestions: a Complex Real-World Question Understanding Dataset Ice Pasupat 2016
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The Annotated Encoder Decoder Joost Bastings 2015
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Towards natural conversation with machines using deep learning Milica Gaši? 2018
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DEEP LEARNING FOR CHATBOTS, PART 2 - IMPLEMENTING A RETRIEVAL-BASED MODEL IN TENSORFLOW Denny Britz 2016
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Text Summarization with Gensim Olavur Mortensen 2015
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Transfer Learning for Natural Language Generation Thom Wold 2019
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Automatic summarisation in the Information Age Constantin Orasan 2009
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NLP for Conversations: Sentiment, Summarization, and Group Dynamics Part I Shafiq Joty 2018
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Co-reference Resolution Allen Institute for Artificial Intelligence 2019
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Visual Question Answering Demo and Tutorial aaditya prakash 2016
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Evaluation of Translation Quality Chris Callison-Burch, Philipp Koehn 2005
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DEEP LEARNING FOR CHATBOTS, PART 1 - INTRODUCTION Denny Britz 2016
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An intro to ROUGE, and how to use it to evaluate summaries Kavita Ganesan 2017
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Building a Phrase-based SMT System Graham Neubig, Kevin Duh 2012
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Practical Text Generation with Tensorflow Serving Alex Martinelli 2018
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Title (link) Author Date Votes Error
Use the Force Jonathan May 2015
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Tiger Tale Dragomir Radev 2011
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Grice's Grifter Gadgets Jordan Boyd-Graber 2013
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Interstellar First Contact Simon Zwarts, based on work by Kevin Knight 2012
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Summer Eyes Dragomir Radev and Adam Hesterberg 2009
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Yesbot Patrick Littell 2013
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Fan Fiction Ben King 2016
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Huevos y Pimientos Dragomir R. Radev 2010
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Title (link) Lecturer Date Votes Error
AI2 Reasoning Challenge (ARC) AI2 2018
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Cs323-Notes Stefano Ermon, Michael Zhu 2017
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Europarl: A Parallel Corpus for Statistical Machine Translation Philipp Koehn 2005
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Reference BLEU implementation that auto-downloads test sets and reports a version string to facilitate cross-lab comparisons Matt Post 2017
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Scientific Document Summarization Corpus and Annotations Kokil Jaidka, Muthu Kumar Chandrasekaran, Arman Cohan, Min-Yen Kan 2016
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Question Answering Corpus Thorl Moritz Hermann, Tomá? Ko?iský, Edward Grefenstette, Lasse Espeholt, Will Kay, Mustafa Suleyman, Phil Blunsom 2015
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AQUA-RAT (Algebra Question Answering with Rationales) Dataset Wang Ling, Dani Yogatama, Chris Dyer, Phil Blunsom 2017
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WikiTableQuestions Dataset Panupong (Ice) Pasupat 2017
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TED Multilingual Parallel Corpus Ajinkya Kulkarni 2016
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WebQuestions QA Benchmarking Dataset Petr Baudis 2015
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TriviaQA: A Large Scale Dataset for Reading Comprehension and Question Answering Mandar Joshi, Eunsol Choi, Daniel Weld, Luke Zettlemoyer 2017
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WikiReading Andrew Fandrianto, Daniel Hewlett, Illia Polosukhin, and Dave Orr 2017
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DeepMind Q&A Dataset Hermann, K. M., Kocisky, T., Grefenstette, E., Espeholt, L., Kay, W., Suleyman, M., & Blunsom, P. 2015
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VQA Challenge 2017 Yash Goyal, Tejas Khot, Douglas Summers-Stay, Dhruv Batra, Devi Parikh 2017
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Parallel Meaning Bank Lasha Abzianidze, Johannes Bjerva, Kilian Evang, Hessel Haagsma, Rik van Noord, Pierre Ludmann, Duc-Duy Nguyen, Johan Bos 2017
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SearchQA Levent Sagun, Kyunghyun Cho 2017
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RecipeQA N/A 2018
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The Stanford Question Answering Dataset AUTHOR 2016
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The Open Parallel Corpus J?rg Tiedemann 2016
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Natural Questions N/A 2019
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WikiReading Dataset Andrew Fandrianto, Daniel Hewlett, Illia Polosukhin, Dave Orr 2017
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Textbook Question Answering Aniruddha Kembhavi, Minjoon Seo, Dustin Schwenk, Jonghyun Choi, Ali Farhadi, Hannaneh Hajishirzi 2017
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iSimp Sentence Simplification System Yifan Peng, Cathy Wu, Vijay Shanker 2017
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Evaluation Dan Roth 2018
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Translation without bilingual parallel corpora Chris Callison-Burch 1144
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Neural Networks (INLP ch. 3) Brendan O'Connor 2020
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Dialogue Alan Ritter 2019
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Dialogue Systems Dragomir Radev 2018
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Question Answering Basics Dragomir Radev 2018
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Phrase-based MT Julia Hockenmaier 2018
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Mathematics for Machine Learning Marc Deisenroth, Stefanos Zafeiriou 2017
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text classification with naive Bayes Brendan O'Connor 2020
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Morphology and Syntax Graham Neubig, Antonis Anastasopoulos 2019
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Lecture 7: Topic Models (Latent Dirichlet Allocation) Julia Hockenmaier 2013
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Advanced Topics 3: Subword Models Graham Neubig 2017
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Question Answering Jordan Boyd-Graber 2019
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Dialogue Systems Dragomir Radev 2017
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Sentence Simplification Dragomir Radev 2016
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Language Models 1: n-gram Language Models Graham Neubig, Antonis Anastasopoulos 2019
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Question Answering Basics Dragomir Radev 2016
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Machine Translation 3 (Neural), Dialogue Models Mohit Bansal 2017
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Machine Translation Techniques Dragomir Radev 2017
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Evaluation Brendan O'Connor 2020
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Machine Translation Basics Dragomir Radev 2017
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Discourse Structure Jacob Eisenstein 2014
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Summarization Yoav Goldberg 2018
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Statistical Machine Translation: IBM Models 1 and 2 Michael Collins 2019
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Noisy Channel Methods for Machine Translation Dragomir Radev 2017
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Planning George Konidaris 2016
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Lecture 19: Question Answering' Kai-Wei Chang' 2016
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Example-Based Machine Translation Ralf Brown 2013
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Language Models 3: Feed-forward Neural LMs Graham Neubig 2017
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Discourse (Guest lecture: Jessy Li) Greg Durrett 2018
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Natural Language Generation: Features and Unification Dragomir Radev 2017
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Neural approaches to machine reasoning David Mack 2018
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Morphology and Semantics in Machine Translation Dragomir Radev 2018
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Machine Translation Contd Sameer Singh 2017
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Languages of the World Graham Neubig, Antonis Anastasopoulos 2019
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Machine Translation Techniques Dragomir Radev 2018
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Lecture 16 Review Notes Brendan O'Connor 2020
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Course Wrap UpMachine Translation Chris Callison-Burch 1144
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Machine Translation Brendan O'Connor 2020
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Discourse Parsing Dragomir Radev 2017
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QA Architecture and QA Systems 1 Dragomir Radev 2018
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Noisy Channel Translation Chris Dyer, Alon Lavie 2013
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Machine Translation Nathan Schneider 2018
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Dialogue Lu Wang 2017
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Summarization Evaluation Dragomir Radev 2016
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Applications 1: Monolingual Sequence-to-sequence Problems Graham Neubig, Antonis Anastasopoulos 2019
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Lexical Translation Models Chris Callison-Burch 1147
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Quality Estimation for Machine Translation Lucia Specia, Carolina Scarton, Gustavo Henrique Paetzold 2018
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Structured Fusion Networks for Dialog Graham Neubig, Antonis Anastasopoulos 2019
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Languages of the World Graham Neubig, Antonios Anastasopoulos 2019
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MODELING ANNOTATED DATA Julia Hockenmaier 2013
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Dialogue Dragomir Radev 2017
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Summarization 2 Dragomir Radev 2018
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Discriminative Training I Chris Dyer, Alon Lavie 2013
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Sentence Simplification Dragomir Radev 2018
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Structured Fusion Networks for Dialog Shikib Mehri, Tejas Srinivasan, Maxine Eskenazi 2019
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Machine Translation Greg Durrett 2017
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Machine Translation Basics Dragomir Radev 2018
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Summarization 3 Dragomir Radev 2016
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Question Answering Web Search and Text Analysis Trevor Cohn 2018
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Morphology in MT II Chris Dyer, Alon Lavie 2013
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Language Models 2: Log-linear Language Models Graham Neubig 2017
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Natural Language Processing (CSEP 517): Machine Translation Noah Smith 2017
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Phrase-Based Machine Translation Chris Callison-Burch 1148
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Machine Comprehension Stephen Clark 2017
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Morphology and Syntax Graham Neubig, Antonis Anastasopoulos 2019
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Word embeddings (II) Brendan O'Connor 2020
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Discourse Coherence: Discourse Coherence Alex Lascarides, Shay Cohen 2019
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Harvesng Parallel Documents from the Web Chris Callison-Burch 1144
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Ethics in NLP Brendan O'Connor 2020
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Coherence and Prosody Dragomir Radev 2018
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QA Architecture and QA Systems 1 Dragomir Radev 2016
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Lexical Translation Models II Chris Dyer, Alon Lavie 2013
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Symbolic MT 2: Weighted Finite State Transducers Graham Neubig 2017
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Summarization 4 Dragomir Radev 2018
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Machine Translation and Sequence to Sequence Models - Introduction Graham Neubig 2017
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Syntax-based Translation Part 2 Chris Callison-Burch 1147
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Web-QA Christopher Manning' 2019
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Lecture 15: Introduction to Machine Translation Kevin Gimpel 2016
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Lecture 2: Introduction, continued Brendan O'Connor 2020
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Monolingual Transduction Graham Neubig, Antonis Anastasopoulos 2019
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Morphology and Syntax Graham Neubig, Antonios Anastasopoulos 2019
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Evaluation II Chris Dyer, Alon Lavie 2013
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IBM Translation Models Yoav Artzi 2018
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Question Answering Jordan Boyd-Graber 2019
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Recap, Projects and Fancy Recurrent Neural Networks for Machine Translation Richard Socher 2016
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Human Ranking of Machine Translation Chris Callison-Burch 1148
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Statistical machine translation Nathan Schneider 2019
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Web-QA Christopher Manning' 2019
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Machine Translation Jordan Boyd-Graber 2019
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Practical Neural Machine Translation Graham Neubig, Antonis Anastasopoulos 2019
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Decoding and Inference with Syntactic Translation Models Chris Callison-Burch 1144
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Overview of NLP in Clinical Domain Brendan O'Connor 2020
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Summarization 2 Dragomir Radev 2016
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Document Summarization, Machine Translation Mohit Bansal 2017
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Paraphrase Identification and Linear Regression Wei Xu 2019
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Discourse Analysis Dragomir Radev 2017
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Practical Neural Machine Translation Marcin Junczys-Dowmunt 2019
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Coherence and Prosody Dragomir Radev 2017
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Probability Review Chris Dyer, Alon Lavie 2013
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- 0 +
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Unix for Poets Brendan O'Connor 2020
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Neural Language Models and BERT Brendan O'Connor 2020
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Encoder Decoder Models Graham Neubig, Antonios Anastasopoulos 2019
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Large-scale Paraphrasing for Natural Language Generation Chris Callison-Burch 1144
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Question Answering (and Textual Entailment) Sameer Singh 2017
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Phrase-based MT II Chris Dyer, Alon Lavie 2013
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Other Sequence-to-Sequence Tasks Graham Neubig 2017
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The IBM Models Dragomir Radev 2017
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Machine Translation Part 2, and the EM Algorithm Brendan O?Connor 2015
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Dialogue Greg Durrett 2017
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Machine Translation Jacob Eisenstein 2018
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text classification with naive Bayes Brendan O'Connor 2020
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QA Architecture and QA Systems 2 Dragomir Radev 2016
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Advanced Topics 4: Multilingual and Multi-task Learning Graham Neubig 2017
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Question Answering Jordan Boyd-Graber 2019
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Application 4: Image/Video Captioning and Storytelling Heng Ji 2020
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Machine Translation and Sequence-to-sequence Models Graham Neubig, Antonis Anastasopoulos 2019
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Discourse, Pragmatics, Coreference Resolution Ruihong Huang 2017
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